diff --git a/api.go b/api.go
index f61302a10..12e964ecf 100644
--- a/api.go
+++ b/api.go
@@ -960,15 +960,6 @@ type SearchOptions struct {
 	// EXPERIMENTAL: the behavior of this flag may be changed in future versions.
 	ChunkMatches bool
 
-	// EXPERIMENTAL. If true, document ranks are used as additional input for
-	// sorting matches.
-	UseDocumentRanks bool
-
-	// EXPERIMENTAL. When UseDocumentRanks is enabled, this can be optionally set to adjust
-	// their weight in the file match score. If the value is <= 0.0, the default weight value
-	// will be used. This option is temporary and is only exposed for testing/ tuning purposes.
-	DocumentRanksWeight float64
-
 	// EXPERIMENTAL. If true, use text-search style scoring instead of the default
 	// scoring formula. The scoring algorithm treats each match in a file as a term
 	// and computes an approximation to BM25.
@@ -1036,14 +1027,9 @@ func (s *SearchOptions) String() string {
 	addDuration("MaxWallTime", s.MaxWallTime)
 	addDuration("FlushWallTime", s.FlushWallTime)
 
-	if s.DocumentRanksWeight > 0 {
-		add("DocumentRanksWeight", strconv.FormatFloat(s.DocumentRanksWeight, 'g', -1, 64))
-	}
-
 	addBool("EstimateDocCount", s.EstimateDocCount)
 	addBool("Whole", s.Whole)
 	addBool("ChunkMatches", s.ChunkMatches)
-	addBool("UseDocumentRanks", s.UseDocumentRanks)
 	addBool("UseBM25Scoring", s.UseBM25Scoring)
 	addBool("Trace", s.Trace)
 	addBool("DebugScore", s.DebugScore)
diff --git a/api_proto.go b/api_proto.go
index 368b689d3..09987fe20 100644
--- a/api_proto.go
+++ b/api_proto.go
@@ -18,9 +18,10 @@ import (
 	"math/rand"
 	"reflect"
 
-	proto "github.com/sourcegraph/zoekt/grpc/protos/zoekt/webserver/v1"
 	"google.golang.org/protobuf/types/known/durationpb"
 	"google.golang.org/protobuf/types/known/timestamppb"
+
+	proto "github.com/sourcegraph/zoekt/grpc/protos/zoekt/webserver/v1"
 )
 
 func FileMatchFromProto(p *proto.FileMatch) FileMatch {
@@ -696,8 +697,6 @@ func SearchOptionsFromProto(p *proto.SearchOptions) *SearchOptions {
 		MaxMatchDisplayCount:   int(p.GetMaxMatchDisplayCount()),
 		NumContextLines:        int(p.GetNumContextLines()),
 		ChunkMatches:           p.GetChunkMatches(),
-		UseDocumentRanks:       p.GetUseDocumentRanks(),
-		DocumentRanksWeight:    p.GetDocumentRanksWeight(),
 		Trace:                  p.GetTrace(),
 		DebugScore:             p.GetDebugScore(),
 		UseBM25Scoring:         p.GetUseBm25Scoring(),
@@ -721,8 +720,6 @@ func (s *SearchOptions) ToProto() *proto.SearchOptions {
 		MaxMatchDisplayCount:   int64(s.MaxMatchDisplayCount),
 		NumContextLines:        int64(s.NumContextLines),
 		ChunkMatches:           s.ChunkMatches,
-		UseDocumentRanks:       s.UseDocumentRanks,
-		DocumentRanksWeight:    s.DocumentRanksWeight,
 		Trace:                  s.Trace,
 		DebugScore:             s.DebugScore,
 		UseBm25Scoring:         s.UseBM25Scoring,
diff --git a/build/builder.go b/build/builder.go
index 0be132b33..bad63dd4a 100644
--- a/build/builder.go
+++ b/build/builder.go
@@ -99,15 +99,6 @@ type Options struct {
 	// last run.
 	IsDelta bool
 
-	// DocumentRanksPath is the path to the file with document ranks. If empty,
-	// ranks will be computed on-the-fly.
-	DocumentRanksPath string
-
-	// DocumentRanksVersion is a string which when changed will cause us to
-	// reindex a shard. This field is used so that when the contents of
-	// DocumentRanksPath changes, we can reindex.
-	DocumentRanksVersion string
-
 	// changedOrRemovedFiles is a list of file paths that have been changed or removed
 	// since the last indexing job for this repository. These files will be tombstoned
 	// in the older shards for this repository.
@@ -133,20 +124,15 @@ type HashOptions struct {
 	ctagsPath        string
 	cTagsMustSucceed bool
 	largeFiles       []string
-
-	// documentRankVersion is an experimental field which will change when the
-	// DocumentRanksPath content changes. If empty we ignore it.
-	documentRankVersion string
 }
 
 func (o *Options) HashOptions() HashOptions {
 	return HashOptions{
-		sizeMax:             o.SizeMax,
-		disableCTags:        o.DisableCTags,
-		ctagsPath:           o.CTagsPath,
-		cTagsMustSucceed:    o.CTagsMustSucceed,
-		largeFiles:          o.LargeFiles,
-		documentRankVersion: o.DocumentRanksVersion,
+		sizeMax:          o.SizeMax,
+		disableCTags:     o.DisableCTags,
+		ctagsPath:        o.CTagsPath,
+		cTagsMustSucceed: o.CTagsMustSucceed,
+		largeFiles:       o.LargeFiles,
 	}
 }
 
@@ -160,11 +146,6 @@ func (o *Options) GetHash() string {
 	hasher.Write([]byte(fmt.Sprintf("%q", h.largeFiles)))
 	hasher.Write([]byte(fmt.Sprintf("%t", h.disableCTags)))
 
-	if h.documentRankVersion != "" {
-		hasher.Write([]byte{0})
-		io.WriteString(hasher, h.documentRankVersion)
-	}
-
 	return fmt.Sprintf("%x", hasher.Sum(nil))
 }
 
diff --git a/build/scoring_test.go b/build/scoring_test.go
index 02260c4c6..37bb55e2d 100644
--- a/build/scoring_test.go
+++ b/build/scoring_test.go
@@ -654,92 +654,6 @@ func withoutTiebreaker(fullScore float64, useBM25 bool) float64 {
 	return math.Trunc(fullScore / zoekt.ScoreOffset)
 }
 
-func TestDocumentRanks(t *testing.T) {
-	requireCTags(t)
-	dir := t.TempDir()
-
-	opts := Options{
-		IndexDir: dir,
-		RepositoryDescription: zoekt.Repository{
-			Name: "repo",
-		},
-		DocumentRanksVersion: "ranking",
-	}
-
-	searchQuery := &query.Substring{Content: true, Pattern: "Inner"}
-	exampleJava, err := os.ReadFile("./testdata/example.java")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	cases := []struct {
-		name                string
-		documentRank        float64
-		documentRanksWeight float64
-		wantScore           float64
-	}{
-		{
-			name: "score with no document ranks",
-			// 5500 (partial symbol at boundary) + 1000 (Java class) + 500 (word match)
-			wantScore: 7000.00,
-		},
-		{
-			name:         "score with document ranks",
-			documentRank: 0.8,
-			// 5500 (partial symbol at boundary) + 1000 (Java class) + 500 (word match) + 225 (file rank)
-			wantScore: 7225.00,
-		},
-		{
-			name:                "score with custom document ranks weight",
-			documentRank:        0.8,
-			documentRanksWeight: 1000.0,
-			// 5500 (partial symbol at boundary) + 1000 (Java class) + 500 (word match) + 25.00 (file rank)
-			wantScore: 7025.00,
-		},
-	}
-
-	for _, c := range cases {
-		t.Run(c.name, func(t *testing.T) {
-			b, err := NewBuilder(opts)
-			if err != nil {
-				t.Fatalf("NewBuilder: %v", err)
-			}
-
-			err = b.Add(zoekt.Document{Name: "example.java", Content: exampleJava, Ranks: []float64{c.documentRank}})
-			if err != nil {
-				t.Fatal(err)
-			}
-
-			if err := b.Finish(); err != nil {
-				t.Fatalf("Finish: %v", err)
-			}
-
-			ss, err := shards.NewDirectorySearcher(dir)
-			if err != nil {
-				t.Fatalf("NewDirectorySearcher(%s): %v", dir, err)
-			}
-			defer ss.Close()
-
-			srs, err := ss.Search(context.Background(), searchQuery, &zoekt.SearchOptions{
-				UseDocumentRanks:    true,
-				DocumentRanksWeight: c.documentRanksWeight,
-				DebugScore:          true,
-			})
-			if err != nil {
-				t.Fatal(err)
-			}
-
-			if got, want := len(srs.Files), 1; got != want {
-				t.Fatalf("file matches: want %d, got %d", want, got)
-			}
-
-			if got := withoutTiebreaker(srs.Files[0].Score, false); got != c.wantScore {
-				t.Fatalf("score: want %f, got %f\ndebug: %s\ndebugscore: %s", c.wantScore, got, srs.Files[0].Debug, srs.Files[0].LineMatches[0].DebugScore)
-			}
-		})
-	}
-}
-
 func TestRepoRanks(t *testing.T) {
 	requireCTags(t)
 	dir := t.TempDir()
@@ -749,7 +663,6 @@ func TestRepoRanks(t *testing.T) {
 		RepositoryDescription: zoekt.Repository{
 			Name: "repo",
 		},
-		DocumentRanksVersion: "ranking",
 	}
 
 	searchQuery := &query.Substring{Content: true, Pattern: "Inner"}
@@ -810,8 +723,7 @@ func TestRepoRanks(t *testing.T) {
 			defer ss.Close()
 
 			srs, err := ss.Search(context.Background(), searchQuery, &zoekt.SearchOptions{
-				UseDocumentRanks: true,
-				DebugScore:       true,
+				DebugScore: true,
 			})
 			if err != nil {
 				t.Fatal(err)
diff --git a/cmd/zoekt-git-index/main.go b/cmd/zoekt-git-index/main.go
index 8187ca24a..391829ffd 100644
--- a/cmd/zoekt-git-index/main.go
+++ b/cmd/zoekt-git-index/main.go
@@ -23,12 +23,12 @@ import (
 	"strings"
 
 	"github.com/dustin/go-humanize"
-	"github.com/sourcegraph/zoekt/internal/profiler"
 	"go.uber.org/automaxprocs/maxprocs"
 
 	"github.com/sourcegraph/zoekt/cmd"
 	"github.com/sourcegraph/zoekt/ctags"
 	"github.com/sourcegraph/zoekt/gitindex"
+	"github.com/sourcegraph/zoekt/internal/profiler"
 )
 
 func run() int {
@@ -43,8 +43,6 @@ func run() int {
 		"It also affects name if the indexed repository is under this directory.")
 	isDelta := flag.Bool("delta", false, "whether we should use delta build")
 	deltaShardNumberFallbackThreshold := flag.Uint64("delta_threshold", 0, "upper limit on the number of preexisting shards that can exist before attempting a delta build (0 to disable fallback behavior)")
-	offlineRanking := flag.String("offline_ranking", "", "the name of the file that contains the ranking info.")
-	offlineRankingVersion := flag.String("offline_ranking_version", "", "a version string identifying the contents in offline_ranking.")
 	languageMap := flag.String("language_map", "", "a mapping between a language and its ctags processor (a:0,b:3).")
 
 	cpuProfile := flag.String("cpuprofile", "", "write cpu profile to `file`")
@@ -76,8 +74,6 @@ func run() int {
 
 	opts := cmd.OptionsFromFlags()
 	opts.IsDelta = *isDelta
-	opts.DocumentRanksPath = *offlineRanking
-	opts.DocumentRanksVersion = *offlineRankingVersion
 
 	var branches []string
 	if *branchesStr != "" {
diff --git a/cmd/zoekt-sourcegraph-indexserver/index.go b/cmd/zoekt-sourcegraph-indexserver/index.go
index 7c1ae785e..60af8c290 100644
--- a/cmd/zoekt-sourcegraph-indexserver/index.go
+++ b/cmd/zoekt-sourcegraph-indexserver/index.go
@@ -4,7 +4,6 @@ import (
 	"bytes"
 	"context"
 	"crypto/sha1"
-	"encoding/json"
 	"errors"
 	"fmt"
 	"io"
@@ -53,11 +52,6 @@ type IndexOptions struct {
 	// Priority indicates ranking in results, higher first.
 	Priority float64
 
-	// DocumentRanksVersion when non-empty will lead to indexing using offline
-	// ranking. When the string changes this will also cause us to re-index with
-	// new ranks.
-	DocumentRanksVersion string
-
 	// Public is true if the repository is public.
 	Public bool
 
@@ -133,8 +127,6 @@ func (o *indexArgs) BuildOptions() *build.Options {
 		DisableCTags:     !o.Symbols,
 		IsDelta:          o.UseDelta,
 
-		DocumentRanksVersion: o.DocumentRanksVersion,
-
 		LanguageMap: o.LanguageMap,
 
 		ShardMerging: o.ShardMerging,
@@ -381,44 +373,6 @@ func indexRepo(ctx context.Context, gitDir string, sourcegraph Sourcegraph, o *i
 		"-submodules=false",
 	}
 
-	if o.DocumentRanksVersion != "" {
-		// We store the document ranks as JSON in gitDir and tell zoekt-git-index where
-		// to find the file.
-		documentsRankFile := filepath.Join(gitDir, "documents.rank")
-
-		saveDocumentRanks := func() error {
-			r, err := sourcegraph.GetDocumentRanks(context.Background(), o.Name)
-			if err != nil {
-				return fmt.Errorf("GetDocumentRanks: %w", err)
-			}
-
-			b, err := json.Marshal(r)
-			if err != nil {
-				return err
-			}
-
-			if err := os.WriteFile(documentsRankFile, b, 0o600); err != nil {
-				return fmt.Errorf("failed to write %s to disk: %w", documentsRankFile, err)
-			}
-
-			return nil
-		}
-
-		if err := saveDocumentRanks(); err != nil {
-			// log and fall back to online ranking
-			logger.Warn(
-				"error saving document ranks. Falling back to online ranking",
-				sglog.Error(err),
-				sglog.String("repo", o.Name),
-				sglog.Uint32("id", o.RepoID),
-			)
-		} else {
-			args = append(args,
-				"-offline_ranking", documentsRankFile,
-				"-offline_ranking_version", o.DocumentRanksVersion)
-		}
-	}
-
 	// Even though we check for incremental in this process, we still pass it
 	// in just in case we regress in how we check in process. We will still
 	// notice thanks to metrics and increased load on gitserver.
diff --git a/cmd/zoekt-sourcegraph-indexserver/index_test.go b/cmd/zoekt-sourcegraph-indexserver/index_test.go
index fcc38f63d..098f99e44 100644
--- a/cmd/zoekt-sourcegraph-indexserver/index_test.go
+++ b/cmd/zoekt-sourcegraph-indexserver/index_test.go
@@ -649,7 +649,6 @@ var splitargs = cmpopts.AcyclicTransformer("splitargs", func(cmd string) []strin
 type mockGRPCClient struct {
 	mockSearchConfiguration func(context.Context, *proto.SearchConfigurationRequest, ...grpc.CallOption) (*proto.SearchConfigurationResponse, error)
 	mockList                func(context.Context, *proto.ListRequest, ...grpc.CallOption) (*proto.ListResponse, error)
-	mockDocumentRanks       func(context.Context, *proto.DocumentRanksRequest, ...grpc.CallOption) (*proto.DocumentRanksResponse, error)
 	mockUpdateIndexStatus   func(context.Context, *proto.UpdateIndexStatusRequest, ...grpc.CallOption) (*proto.UpdateIndexStatusResponse, error)
 }
 
@@ -669,14 +668,6 @@ func (m *mockGRPCClient) List(ctx context.Context, in *proto.ListRequest, opts .
 	return nil, fmt.Errorf("mock RPC List not implemented")
 }
 
-func (m *mockGRPCClient) DocumentRanks(ctx context.Context, in *proto.DocumentRanksRequest, opts ...grpc.CallOption) (*proto.DocumentRanksResponse, error) {
-	if m.mockDocumentRanks != nil {
-		return m.mockDocumentRanks(ctx, in, opts...)
-	}
-
-	return nil, fmt.Errorf("mock RPC DocumentRanks not implemented")
-}
-
 func (m *mockGRPCClient) UpdateIndexStatus(ctx context.Context, in *proto.UpdateIndexStatusRequest, opts ...grpc.CallOption) (*proto.UpdateIndexStatusResponse, error) {
 	if m.mockUpdateIndexStatus != nil {
 		return m.mockUpdateIndexStatus(ctx, in, opts...)
diff --git a/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration.pb.go b/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration.pb.go
index 415302c4a..89f72212f 100644
--- a/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration.pb.go
+++ b/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration.pb.go
@@ -342,8 +342,7 @@ type ZoektIndexOptions struct {
 	// priority indicates the ranking of the repository in the search results,
 	// higher first.
 	Priority float64 `protobuf:"fixed64,9,opt,name=priority,proto3" json:"priority,omitempty"`
-	// document_ranks_version when non-empty will lead to indexing using offline
-	// ranking. When the string changes, this will also causes us to re-index with new ranks.
+	// Deprecated: Do not use.
 	DocumentRanksVersion string `protobuf:"bytes,10,opt,name=document_ranks_version,json=documentRanksVersion,proto3" json:"document_ranks_version,omitempty"`
 	// error, if non-empty, indicates that the request failed for the repo.
 	Error string `protobuf:"bytes,11,opt,name=error,proto3" json:"error,omitempty"`
@@ -448,6 +447,7 @@ func (x *ZoektIndexOptions) GetPriority() float64 {
 	return 0
 }
 
+// Deprecated: Do not use.
 func (x *ZoektIndexOptions) GetDocumentRanksVersion() string {
 	if x != nil {
 		return x.DocumentRanksVersion
@@ -641,116 +641,6 @@ func (x *ListResponse) GetRepoIds() []int32 {
 	return nil
 }
 
-// DocumentRanksRequest is the request to the DocumentRanks RPC.
-type DocumentRanksRequest struct {
-	state         protoimpl.MessageState
-	sizeCache     protoimpl.SizeCache
-	unknownFields protoimpl.UnknownFields
-
-	// repository is the repository name.
-	Repository string `protobuf:"bytes,1,opt,name=repository,proto3" json:"repository,omitempty"`
-}
-
-func (x *DocumentRanksRequest) Reset() {
-	*x = DocumentRanksRequest{}
-	if protoimpl.UnsafeEnabled {
-		mi := &file_configuration_proto_msgTypes[8]
-		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
-		ms.StoreMessageInfo(mi)
-	}
-}
-
-func (x *DocumentRanksRequest) String() string {
-	return protoimpl.X.MessageStringOf(x)
-}
-
-func (*DocumentRanksRequest) ProtoMessage() {}
-
-func (x *DocumentRanksRequest) ProtoReflect() protoreflect.Message {
-	mi := &file_configuration_proto_msgTypes[8]
-	if protoimpl.UnsafeEnabled && x != nil {
-		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
-		if ms.LoadMessageInfo() == nil {
-			ms.StoreMessageInfo(mi)
-		}
-		return ms
-	}
-	return mi.MessageOf(x)
-}
-
-// Deprecated: Use DocumentRanksRequest.ProtoReflect.Descriptor instead.
-func (*DocumentRanksRequest) Descriptor() ([]byte, []int) {
-	return file_configuration_proto_rawDescGZIP(), []int{8}
-}
-
-func (x *DocumentRanksRequest) GetRepository() string {
-	if x != nil {
-		return x.Repository
-	}
-	return ""
-}
-
-// DocumentRanksResponse is the response from the DocumentRanks RPC.
-type DocumentRanksResponse struct {
-	state         protoimpl.MessageState
-	sizeCache     protoimpl.SizeCache
-	unknownFields protoimpl.UnknownFields
-
-	// Paths is a map from path name to the normalized number of references for
-	// a symbol defined in that path for a particular repository. Normalized counts
-	// equal log_2({number of references to file} + 1), where references are considered
-	// over all repositories.
-	Paths map[string]float64 `protobuf:"bytes,1,rep,name=paths,proto3" json:"paths,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"fixed64,2,opt,name=value,proto3"`
-	// mean_rank is the mean rank of all documents in the repository.
-	MeanRank float64 `protobuf:"fixed64,2,opt,name=mean_rank,json=meanRank,proto3" json:"mean_rank,omitempty"`
-}
-
-func (x *DocumentRanksResponse) Reset() {
-	*x = DocumentRanksResponse{}
-	if protoimpl.UnsafeEnabled {
-		mi := &file_configuration_proto_msgTypes[9]
-		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
-		ms.StoreMessageInfo(mi)
-	}
-}
-
-func (x *DocumentRanksResponse) String() string {
-	return protoimpl.X.MessageStringOf(x)
-}
-
-func (*DocumentRanksResponse) ProtoMessage() {}
-
-func (x *DocumentRanksResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_configuration_proto_msgTypes[9]
-	if protoimpl.UnsafeEnabled && x != nil {
-		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
-		if ms.LoadMessageInfo() == nil {
-			ms.StoreMessageInfo(mi)
-		}
-		return ms
-	}
-	return mi.MessageOf(x)
-}
-
-// Deprecated: Use DocumentRanksResponse.ProtoReflect.Descriptor instead.
-func (*DocumentRanksResponse) Descriptor() ([]byte, []int) {
-	return file_configuration_proto_rawDescGZIP(), []int{9}
-}
-
-func (x *DocumentRanksResponse) GetPaths() map[string]float64 {
-	if x != nil {
-		return x.Paths
-	}
-	return nil
-}
-
-func (x *DocumentRanksResponse) GetMeanRank() float64 {
-	if x != nil {
-		return x.MeanRank
-	}
-	return 0
-}
-
 // UpdateIndexStatusRequest is the request to the UpdateIndexStatus RPC.
 type UpdateIndexStatusRequest struct {
 	state         protoimpl.MessageState
@@ -763,7 +653,7 @@ type UpdateIndexStatusRequest struct {
 func (x *UpdateIndexStatusRequest) Reset() {
 	*x = UpdateIndexStatusRequest{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_configuration_proto_msgTypes[10]
+		mi := &file_configuration_proto_msgTypes[8]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -776,7 +666,7 @@ func (x *UpdateIndexStatusRequest) String() string {
 func (*UpdateIndexStatusRequest) ProtoMessage() {}
 
 func (x *UpdateIndexStatusRequest) ProtoReflect() protoreflect.Message {
-	mi := &file_configuration_proto_msgTypes[10]
+	mi := &file_configuration_proto_msgTypes[8]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -789,7 +679,7 @@ func (x *UpdateIndexStatusRequest) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use UpdateIndexStatusRequest.ProtoReflect.Descriptor instead.
 func (*UpdateIndexStatusRequest) Descriptor() ([]byte, []int) {
-	return file_configuration_proto_rawDescGZIP(), []int{10}
+	return file_configuration_proto_rawDescGZIP(), []int{8}
 }
 
 func (x *UpdateIndexStatusRequest) GetRepositories() []*UpdateIndexStatusRequest_Repository {
@@ -809,7 +699,7 @@ type UpdateIndexStatusResponse struct {
 func (x *UpdateIndexStatusResponse) Reset() {
 	*x = UpdateIndexStatusResponse{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_configuration_proto_msgTypes[11]
+		mi := &file_configuration_proto_msgTypes[9]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -822,7 +712,7 @@ func (x *UpdateIndexStatusResponse) String() string {
 func (*UpdateIndexStatusResponse) ProtoMessage() {}
 
 func (x *UpdateIndexStatusResponse) ProtoReflect() protoreflect.Message {
-	mi := &file_configuration_proto_msgTypes[11]
+	mi := &file_configuration_proto_msgTypes[9]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -835,7 +725,7 @@ func (x *UpdateIndexStatusResponse) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use UpdateIndexStatusResponse.ProtoReflect.Descriptor instead.
 func (*UpdateIndexStatusResponse) Descriptor() ([]byte, []int) {
-	return file_configuration_proto_rawDescGZIP(), []int{11}
+	return file_configuration_proto_rawDescGZIP(), []int{9}
 }
 
 type UpdateIndexStatusRequest_Repository struct {
@@ -854,7 +744,7 @@ type UpdateIndexStatusRequest_Repository struct {
 func (x *UpdateIndexStatusRequest_Repository) Reset() {
 	*x = UpdateIndexStatusRequest_Repository{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_configuration_proto_msgTypes[13]
+		mi := &file_configuration_proto_msgTypes[10]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -867,7 +757,7 @@ func (x *UpdateIndexStatusRequest_Repository) String() string {
 func (*UpdateIndexStatusRequest_Repository) ProtoMessage() {}
 
 func (x *UpdateIndexStatusRequest_Repository) ProtoReflect() protoreflect.Message {
-	mi := &file_configuration_proto_msgTypes[13]
+	mi := &file_configuration_proto_msgTypes[10]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -880,7 +770,7 @@ func (x *UpdateIndexStatusRequest_Repository) ProtoReflect() protoreflect.Messag
 
 // Deprecated: Use UpdateIndexStatusRequest_Repository.ProtoReflect.Descriptor instead.
 func (*UpdateIndexStatusRequest_Repository) Descriptor() ([]byte, []int) {
-	return file_configuration_proto_rawDescGZIP(), []int{10, 0}
+	return file_configuration_proto_rawDescGZIP(), []int{8, 0}
 }
 
 func (x *UpdateIndexStatusRequest_Repository) GetRepoId() uint32 {
@@ -949,7 +839,7 @@ var file_configuration_proto_rawDesc = []byte{
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 }
 
 var (
@@ -1099,7 +964,7 @@ func file_configuration_proto_rawDescGZIP() []byte {
 }
 
 var file_configuration_proto_enumTypes = make([]protoimpl.EnumInfo, 1)
-var file_configuration_proto_msgTypes = make([]protoimpl.MessageInfo, 14)
+var file_configuration_proto_msgTypes = make([]protoimpl.MessageInfo, 11)
 var file_configuration_proto_goTypes = []interface{}{
 	(CTagsParserType)(0),                        // 0: sourcegraph.zoekt.configuration.v1.CTagsParserType
 	(*SearchConfigurationRequest)(nil),          // 1: sourcegraph.zoekt.configuration.v1.SearchConfigurationRequest
@@ -1110,38 +975,32 @@ var file_configuration_proto_goTypes = []interface{}{
 	(*ZoektRepositoryBranch)(nil),               // 6: sourcegraph.zoekt.configuration.v1.ZoektRepositoryBranch
 	(*ListRequest)(nil),                         // 7: sourcegraph.zoekt.configuration.v1.ListRequest
 	(*ListResponse)(nil),                        // 8: sourcegraph.zoekt.configuration.v1.ListResponse
-	(*DocumentRanksRequest)(nil),                // 9: sourcegraph.zoekt.configuration.v1.DocumentRanksRequest
-	(*DocumentRanksResponse)(nil),               // 10: sourcegraph.zoekt.configuration.v1.DocumentRanksResponse
-	(*UpdateIndexStatusRequest)(nil),            // 11: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest
-	(*UpdateIndexStatusResponse)(nil),           // 12: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusResponse
-	nil,                                         // 13: sourcegraph.zoekt.configuration.v1.DocumentRanksResponse.PathsEntry
-	(*UpdateIndexStatusRequest_Repository)(nil), // 14: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest.Repository
-	(*timestamppb.Timestamp)(nil),               // 15: google.protobuf.Timestamp
+	(*UpdateIndexStatusRequest)(nil),            // 9: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest
+	(*UpdateIndexStatusResponse)(nil),           // 10: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusResponse
+	(*UpdateIndexStatusRequest_Repository)(nil), // 11: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest.Repository
+	(*timestamppb.Timestamp)(nil),               // 12: google.protobuf.Timestamp
 }
 var file_configuration_proto_depIdxs = []int32{
 	3,  // 0: sourcegraph.zoekt.configuration.v1.SearchConfigurationRequest.fingerprint:type_name -> sourcegraph.zoekt.configuration.v1.Fingerprint
 	3,  // 1: sourcegraph.zoekt.configuration.v1.SearchConfigurationResponse.fingerprint:type_name -> sourcegraph.zoekt.configuration.v1.Fingerprint
 	5,  // 2: sourcegraph.zoekt.configuration.v1.SearchConfigurationResponse.updated_options:type_name -> sourcegraph.zoekt.configuration.v1.ZoektIndexOptions
-	15, // 3: sourcegraph.zoekt.configuration.v1.Fingerprint.generated_at:type_name -> google.protobuf.Timestamp
+	12, // 3: sourcegraph.zoekt.configuration.v1.Fingerprint.generated_at:type_name -> google.protobuf.Timestamp
 	0,  // 4: sourcegraph.zoekt.configuration.v1.LanguageMapping.ctags:type_name -> sourcegraph.zoekt.configuration.v1.CTagsParserType
 	6,  // 5: sourcegraph.zoekt.configuration.v1.ZoektIndexOptions.branches:type_name -> sourcegraph.zoekt.configuration.v1.ZoektRepositoryBranch
 	4,  // 6: sourcegraph.zoekt.configuration.v1.ZoektIndexOptions.language_map:type_name -> sourcegraph.zoekt.configuration.v1.LanguageMapping
-	13, // 7: sourcegraph.zoekt.configuration.v1.DocumentRanksResponse.paths:type_name -> sourcegraph.zoekt.configuration.v1.DocumentRanksResponse.PathsEntry
-	14, // 8: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest.repositories:type_name -> sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest.Repository
-	6,  // 9: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest.Repository.branches:type_name -> sourcegraph.zoekt.configuration.v1.ZoektRepositoryBranch
-	1,  // 10: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.SearchConfiguration:input_type -> sourcegraph.zoekt.configuration.v1.SearchConfigurationRequest
-	7,  // 11: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.List:input_type -> sourcegraph.zoekt.configuration.v1.ListRequest
-	9,  // 12: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.DocumentRanks:input_type -> sourcegraph.zoekt.configuration.v1.DocumentRanksRequest
-	11, // 13: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.UpdateIndexStatus:input_type -> sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest
-	2,  // 14: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.SearchConfiguration:output_type -> sourcegraph.zoekt.configuration.v1.SearchConfigurationResponse
-	8,  // 15: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.List:output_type -> sourcegraph.zoekt.configuration.v1.ListResponse
-	10, // 16: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.DocumentRanks:output_type -> sourcegraph.zoekt.configuration.v1.DocumentRanksResponse
-	12, // 17: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.UpdateIndexStatus:output_type -> sourcegraph.zoekt.configuration.v1.UpdateIndexStatusResponse
-	14, // [14:18] is the sub-list for method output_type
-	10, // [10:14] is the sub-list for method input_type
-	10, // [10:10] is the sub-list for extension type_name
-	10, // [10:10] is the sub-list for extension extendee
-	0,  // [0:10] is the sub-list for field type_name
+	11, // 7: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest.repositories:type_name -> sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest.Repository
+	6,  // 8: sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest.Repository.branches:type_name -> sourcegraph.zoekt.configuration.v1.ZoektRepositoryBranch
+	1,  // 9: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.SearchConfiguration:input_type -> sourcegraph.zoekt.configuration.v1.SearchConfigurationRequest
+	7,  // 10: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.List:input_type -> sourcegraph.zoekt.configuration.v1.ListRequest
+	9,  // 11: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.UpdateIndexStatus:input_type -> sourcegraph.zoekt.configuration.v1.UpdateIndexStatusRequest
+	2,  // 12: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.SearchConfiguration:output_type -> sourcegraph.zoekt.configuration.v1.SearchConfigurationResponse
+	8,  // 13: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.List:output_type -> sourcegraph.zoekt.configuration.v1.ListResponse
+	10, // 14: sourcegraph.zoekt.configuration.v1.ZoektConfigurationService.UpdateIndexStatus:output_type -> sourcegraph.zoekt.configuration.v1.UpdateIndexStatusResponse
+	12, // [12:15] is the sub-list for method output_type
+	9,  // [9:12] is the sub-list for method input_type
+	9,  // [9:9] is the sub-list for extension type_name
+	9,  // [9:9] is the sub-list for extension extendee
+	0,  // [0:9] is the sub-list for field type_name
 }
 
 func init() { file_configuration_proto_init() }
@@ -1247,30 +1106,6 @@ func file_configuration_proto_init() {
 			}
 		}
 		file_configuration_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} {
-			switch v := v.(*DocumentRanksRequest); i {
-			case 0:
-				return &v.state
-			case 1:
-				return &v.sizeCache
-			case 2:
-				return &v.unknownFields
-			default:
-				return nil
-			}
-		}
-		file_configuration_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} {
-			switch v := v.(*DocumentRanksResponse); i {
-			case 0:
-				return &v.state
-			case 1:
-				return &v.sizeCache
-			case 2:
-				return &v.unknownFields
-			default:
-				return nil
-			}
-		}
-		file_configuration_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} {
 			switch v := v.(*UpdateIndexStatusRequest); i {
 			case 0:
 				return &v.state
@@ -1282,7 +1117,7 @@ func file_configuration_proto_init() {
 				return nil
 			}
 		}
-		file_configuration_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} {
+		file_configuration_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} {
 			switch v := v.(*UpdateIndexStatusResponse); i {
 			case 0:
 				return &v.state
@@ -1294,7 +1129,7 @@ func file_configuration_proto_init() {
 				return nil
 			}
 		}
-		file_configuration_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} {
+		file_configuration_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} {
 			switch v := v.(*UpdateIndexStatusRequest_Repository); i {
 			case 0:
 				return &v.state
@@ -1313,7 +1148,7 @@ func file_configuration_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_configuration_proto_rawDesc,
 			NumEnums:      1,
-			NumMessages:   14,
+			NumMessages:   11,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
diff --git a/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration.proto b/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration.proto
index bf933a805..bd3df85b7 100644
--- a/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration.proto
+++ b/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration.proto
@@ -13,9 +13,6 @@ service ZoektConfigurationService {
   // List returns the list of repositories that the client should index.
   rpc List(ListRequest) returns (ListResponse) {}
 
-  // DocumentRanks returns the rank vectors for all documents in the specified repository.
-  rpc DocumentRanks(DocumentRanksRequest) returns (DocumentRanksResponse) {}
-
   // UpdateIndexStatus informs the server that the caller has indexed the specified repositories
   // at the specified commits.
   rpc UpdateIndexStatus(UpdateIndexStatusRequest) returns (UpdateIndexStatusResponse) {}
@@ -105,9 +102,7 @@ message ZoektIndexOptions {
   // higher first.
   double priority = 9;
 
-  // document_ranks_version when non-empty will lead to indexing using offline
-  // ranking. When the string changes, this will also causes us to re-index with new ranks.
-  string document_ranks_version = 10;
+  string document_ranks_version = 10 [deprecated = true];
 
   // error, if non-empty, indicates that the request failed for the repo.
   string error = 11;
@@ -143,24 +138,6 @@ message ListResponse {
   repeated int32 repo_ids = 1;
 }
 
-// DocumentRanksRequest is the request to the DocumentRanks RPC.
-message DocumentRanksRequest {
-  // repository is the repository name.
-  string repository = 1;
-}
-
-// DocumentRanksResponse is the response from the DocumentRanks RPC.
-message DocumentRanksResponse {
-  // Paths is a map from path name to the normalized number of references for
-  // a symbol defined in that path for a particular repository. Normalized counts
-  // equal log_2({number of references to file} + 1), where references are considered
-  // over all repositories.
-  map<string, double> paths = 1;
-
-  // mean_rank is the mean rank of all documents in the repository.
-  double mean_rank = 2;
-}
-
 // UpdateIndexStatusRequest is the request to the UpdateIndexStatus RPC.
 message UpdateIndexStatusRequest {
   message Repository {
diff --git a/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration_grpc.pb.go b/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration_grpc.pb.go
index 30a4aba38..e45d3d765 100644
--- a/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration_grpc.pb.go
+++ b/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1/configuration_grpc.pb.go
@@ -21,7 +21,6 @@ const _ = grpc.SupportPackageIsVersion7
 const (
 	ZoektConfigurationService_SearchConfiguration_FullMethodName = "/sourcegraph.zoekt.configuration.v1.ZoektConfigurationService/SearchConfiguration"
 	ZoektConfigurationService_List_FullMethodName                = "/sourcegraph.zoekt.configuration.v1.ZoektConfigurationService/List"
-	ZoektConfigurationService_DocumentRanks_FullMethodName       = "/sourcegraph.zoekt.configuration.v1.ZoektConfigurationService/DocumentRanks"
 	ZoektConfigurationService_UpdateIndexStatus_FullMethodName   = "/sourcegraph.zoekt.configuration.v1.ZoektConfigurationService/UpdateIndexStatus"
 )
 
@@ -33,8 +32,6 @@ type ZoektConfigurationServiceClient interface {
 	SearchConfiguration(ctx context.Context, in *SearchConfigurationRequest, opts ...grpc.CallOption) (*SearchConfigurationResponse, error)
 	// List returns the list of repositories that the client should index.
 	List(ctx context.Context, in *ListRequest, opts ...grpc.CallOption) (*ListResponse, error)
-	// DocumentRanks returns the rank vectors for all documents in the specified repository.
-	DocumentRanks(ctx context.Context, in *DocumentRanksRequest, opts ...grpc.CallOption) (*DocumentRanksResponse, error)
 	// UpdateIndexStatus informs the server that the caller has indexed the specified repositories
 	// at the specified commits.
 	UpdateIndexStatus(ctx context.Context, in *UpdateIndexStatusRequest, opts ...grpc.CallOption) (*UpdateIndexStatusResponse, error)
@@ -66,15 +63,6 @@ func (c *zoektConfigurationServiceClient) List(ctx context.Context, in *ListRequ
 	return out, nil
 }
 
-func (c *zoektConfigurationServiceClient) DocumentRanks(ctx context.Context, in *DocumentRanksRequest, opts ...grpc.CallOption) (*DocumentRanksResponse, error) {
-	out := new(DocumentRanksResponse)
-	err := c.cc.Invoke(ctx, ZoektConfigurationService_DocumentRanks_FullMethodName, in, out, opts...)
-	if err != nil {
-		return nil, err
-	}
-	return out, nil
-}
-
 func (c *zoektConfigurationServiceClient) UpdateIndexStatus(ctx context.Context, in *UpdateIndexStatusRequest, opts ...grpc.CallOption) (*UpdateIndexStatusResponse, error) {
 	out := new(UpdateIndexStatusResponse)
 	err := c.cc.Invoke(ctx, ZoektConfigurationService_UpdateIndexStatus_FullMethodName, in, out, opts...)
@@ -92,8 +80,6 @@ type ZoektConfigurationServiceServer interface {
 	SearchConfiguration(context.Context, *SearchConfigurationRequest) (*SearchConfigurationResponse, error)
 	// List returns the list of repositories that the client should index.
 	List(context.Context, *ListRequest) (*ListResponse, error)
-	// DocumentRanks returns the rank vectors for all documents in the specified repository.
-	DocumentRanks(context.Context, *DocumentRanksRequest) (*DocumentRanksResponse, error)
 	// UpdateIndexStatus informs the server that the caller has indexed the specified repositories
 	// at the specified commits.
 	UpdateIndexStatus(context.Context, *UpdateIndexStatusRequest) (*UpdateIndexStatusResponse, error)
@@ -110,9 +96,6 @@ func (UnimplementedZoektConfigurationServiceServer) SearchConfiguration(context.
 func (UnimplementedZoektConfigurationServiceServer) List(context.Context, *ListRequest) (*ListResponse, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method List not implemented")
 }
-func (UnimplementedZoektConfigurationServiceServer) DocumentRanks(context.Context, *DocumentRanksRequest) (*DocumentRanksResponse, error) {
-	return nil, status.Errorf(codes.Unimplemented, "method DocumentRanks not implemented")
-}
 func (UnimplementedZoektConfigurationServiceServer) UpdateIndexStatus(context.Context, *UpdateIndexStatusRequest) (*UpdateIndexStatusResponse, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method UpdateIndexStatus not implemented")
 }
@@ -166,24 +149,6 @@ func _ZoektConfigurationService_List_Handler(srv interface{}, ctx context.Contex
 	return interceptor(ctx, in, info, handler)
 }
 
-func _ZoektConfigurationService_DocumentRanks_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
-	in := new(DocumentRanksRequest)
-	if err := dec(in); err != nil {
-		return nil, err
-	}
-	if interceptor == nil {
-		return srv.(ZoektConfigurationServiceServer).DocumentRanks(ctx, in)
-	}
-	info := &grpc.UnaryServerInfo{
-		Server:     srv,
-		FullMethod: ZoektConfigurationService_DocumentRanks_FullMethodName,
-	}
-	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
-		return srv.(ZoektConfigurationServiceServer).DocumentRanks(ctx, req.(*DocumentRanksRequest))
-	}
-	return interceptor(ctx, in, info, handler)
-}
-
 func _ZoektConfigurationService_UpdateIndexStatus_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
 	in := new(UpdateIndexStatusRequest)
 	if err := dec(in); err != nil {
@@ -217,10 +182,6 @@ var ZoektConfigurationService_ServiceDesc = grpc.ServiceDesc{
 			MethodName: "List",
 			Handler:    _ZoektConfigurationService_List_Handler,
 		},
-		{
-			MethodName: "DocumentRanks",
-			Handler:    _ZoektConfigurationService_DocumentRanks_Handler,
-		},
 		{
 			MethodName: "UpdateIndexStatus",
 			Handler:    _ZoektConfigurationService_UpdateIndexStatus_Handler,
diff --git a/cmd/zoekt-sourcegraph-indexserver/sg.go b/cmd/zoekt-sourcegraph-indexserver/sg.go
index 8a163d10f..f236f0901 100644
--- a/cmd/zoekt-sourcegraph-indexserver/sg.go
+++ b/cmd/zoekt-sourcegraph-indexserver/sg.go
@@ -1,7 +1,6 @@
 package main
 
 import (
-	"bufio"
 	"bytes"
 	"context"
 	"errors"
@@ -19,9 +18,10 @@ import (
 	"time"
 
 	"github.com/go-git/go-git/v5"
+	"golang.org/x/net/trace"
+
 	proto "github.com/sourcegraph/zoekt/cmd/zoekt-sourcegraph-indexserver/protos/sourcegraph/zoekt/configuration/v1"
 	"github.com/sourcegraph/zoekt/ctags"
-	"golang.org/x/net/trace"
 
 	"github.com/sourcegraph/zoekt"
 )
@@ -68,11 +68,6 @@ type Sourcegraph interface {
 	// options for each id in repos.
 	ForceIterateIndexOptions(onSuccess func(IndexOptions), onError func(uint32, error), repos ...uint32)
 
-	// GetDocumentRanks returns a map from paths within the given repo to their
-	// rank vectors. Paths are assumed to be ordered by each pairwise component of
-	// the resulting vector, higher ranks coming earlier
-	GetDocumentRanks(ctx context.Context, repoName string) (RepoPathRanks, error)
-
 	// UpdateIndexStatus sends a request to Sourcegraph to confirm that the
 	// given repositories have been indexed.
 	UpdateIndexStatus(repositories []indexStatus) error
@@ -135,20 +130,6 @@ type sourcegraphClient struct {
 	configFingerprintReset time.Time
 }
 
-// GetDocumentRanks asks Sourcegraph for a mapping of file paths to rank
-// vectors.
-func (s *sourcegraphClient) GetDocumentRanks(ctx context.Context, repoName string) (RepoPathRanks, error) {
-	resp, err := s.grpcClient.DocumentRanks(ctx, &proto.DocumentRanksRequest{Repository: repoName})
-	if err != nil {
-		return RepoPathRanks{}, err
-	}
-
-	var out RepoPathRanks
-	out.FromProto(resp)
-
-	return out, nil
-}
-
 func (s *sourcegraphClient) List(ctx context.Context, indexed []uint32) (*SourcegraphListResult, error) {
 	repos, err := s.listRepoIDs(ctx, indexed)
 	if err != nil {
@@ -313,8 +294,6 @@ func (o *indexOptionsItem) FromProto(x *proto.ZoektIndexOptions) {
 
 		Priority: x.GetPriority(),
 
-		DocumentRanksVersion: x.GetDocumentRanksVersion(),
-
 		Public:   x.GetPublic(),
 		Fork:     x.GetFork(),
 		Archived: x.GetArchived(),
@@ -355,8 +334,6 @@ func (o *indexOptionsItem) ToProto() *proto.ZoektIndexOptions {
 
 		Priority: o.Priority,
 
-		DocumentRanksVersion: o.DocumentRanksVersion,
-
 		Public:   o.Public,
 		Fork:     o.Fork,
 		Archived: o.Archived,
@@ -503,39 +480,6 @@ type sourcegraphFake struct {
 	Log     *log.Logger
 }
 
-// GetDocumentRanks expects a file where each line has the following format:
-// path<tab>rank... where rank is a float64.
-func (sf sourcegraphFake) GetDocumentRanks(ctx context.Context, repoName string) (RepoPathRanks, error) {
-	dir := filepath.Join(sf.RootDir, filepath.FromSlash(repoName))
-
-	fd, err := os.Open(filepath.Join(dir, "SG_DOCUMENT_RANKS"))
-	if err != nil {
-		return RepoPathRanks{}, err
-	}
-
-	ranks := RepoPathRanks{}
-
-	sum := 0.0
-	count := 0
-	scanner := bufio.NewScanner(fd)
-	for scanner.Scan() {
-		s := scanner.Text()
-		pathRanks := strings.Split(s, "\t")
-		if rank, err := strconv.ParseFloat(pathRanks[1], 64); err == nil {
-			ranks.Paths[pathRanks[0]] = rank
-			sum += rank
-			count++
-		}
-	}
-
-	if err := scanner.Err(); err != nil {
-		return RepoPathRanks{}, err
-	}
-
-	ranks.MeanRank = sum / float64(count)
-	return ranks, nil
-}
-
 func (sf sourcegraphFake) List(ctx context.Context, indexed []uint32) (*SourcegraphListResult, error) {
 	repos, err := sf.ListRepoIDs(ctx, indexed)
 	if err != nil {
@@ -637,10 +581,6 @@ func (sf sourcegraphFake) getIndexOptions(name string) (IndexOptions, error) {
 		Priority: float("SG_PRIORITY"),
 	}
 
-	if stat, err := os.Stat(filepath.Join(dir, "SG_DOCUMENT_RANKS")); err == nil {
-		opts.DocumentRanksVersion = stat.ModTime().String()
-	}
-
 	branches, err := sf.getBranches(name)
 	if err != nil {
 		return opts, err
@@ -743,7 +683,7 @@ func (sf sourcegraphFake) visitRepos(visit func(name string)) error {
 	})
 }
 
-func (s sourcegraphFake) UpdateIndexStatus(repositories []indexStatus) error {
+func (sf sourcegraphFake) UpdateIndexStatus(repositories []indexStatus) error {
 	// noop
 	return nil
 }
@@ -763,40 +703,6 @@ func (s sourcegraphNop) List(ctx context.Context, indexed []uint32) (*Sourcegrap
 func (s sourcegraphNop) ForceIterateIndexOptions(onSuccess func(IndexOptions), onError func(uint32, error), repos ...uint32) {
 }
 
-func (s sourcegraphNop) GetDocumentRanks(ctx context.Context, repoName string) (RepoPathRanks, error) {
-	return RepoPathRanks{}, nil
-}
-
 func (s sourcegraphNop) UpdateIndexStatus(repositories []indexStatus) error {
 	return nil
 }
-
-type RepoPathRanks struct {
-	MeanRank float64            `json:"mean_reference_count"`
-	Paths    map[string]float64 `json:"paths"`
-}
-
-func (r *RepoPathRanks) FromProto(x *proto.DocumentRanksResponse) {
-	protoPaths := x.GetPaths()
-	ranks := make(map[string]float64, len(protoPaths))
-	for filePath, rank := range protoPaths {
-		ranks[filePath] = rank
-	}
-
-	*r = RepoPathRanks{
-		MeanRank: x.GetMeanRank(),
-		Paths:    ranks,
-	}
-}
-
-func (r *RepoPathRanks) ToProto() *proto.DocumentRanksResponse {
-	paths := make(map[string]float64, len(r.Paths))
-	for filePath, rank := range r.Paths {
-		paths[filePath] = rank
-	}
-
-	return &proto.DocumentRanksResponse{
-		MeanRank: r.MeanRank,
-		Paths:    paths,
-	}
-}
diff --git a/cmd/zoekt-sourcegraph-indexserver/sg_test.go b/cmd/zoekt-sourcegraph-indexserver/sg_test.go
index ab5babdac..2a592adeb 100644
--- a/cmd/zoekt-sourcegraph-indexserver/sg_test.go
+++ b/cmd/zoekt-sourcegraph-indexserver/sg_test.go
@@ -30,27 +30,6 @@ func TestIndexOptions_RoundTrip(t *testing.T) {
 	}
 }
 
-func TestRepoPathRanks_RoundTrip(t *testing.T) {
-	var diff string
-	f := func(original RepoPathRanks) bool {
-		var converted RepoPathRanks
-		converted.FromProto(original.ToProto())
-
-		options := []cmp.Option{
-			cmpopts.EquateEmpty(),
-		}
-
-		if diff = cmp.Diff(original, converted, options...); diff != "" {
-			return false
-		}
-		return true
-	}
-
-	if err := quick.Check(f, nil); err != nil {
-		t.Errorf("RepoPathRanks diff (-want +got):\n%s", diff)
-	}
-}
-
 func TestUpdateIndexStatusRequest_RoundTrip(t *testing.T) {
 	var diff string
 	f := func(original updateIndexStatusRequest) bool {
diff --git a/eval.go b/eval.go
index 6276ef012..7f9e63bc1 100644
--- a/eval.go
+++ b/eval.go
@@ -386,11 +386,6 @@ nextFileMatch:
 	// Update stats based on work done during document search.
 	updateMatchTreeStats(mt, &res.Stats)
 
-	// If document ranking is enabled, then we can rank and truncate the files to save memory.
-	if opts.UseDocumentRanks {
-		res.Files = SortAndTruncateFiles(res.Files, opts)
-	}
-
 	res.Stats.MatchTreeSearch = timer.Elapsed()
 
 	return &res, nil
diff --git a/gitindex/index.go b/gitindex/index.go
index 3eae74d7a..bf42e1efb 100644
--- a/gitindex/index.go
+++ b/gitindex/index.go
@@ -18,7 +18,6 @@ package gitindex
 import (
 	"bytes"
 	"context"
-	"encoding/json"
 	"errors"
 	"fmt"
 	"io"
@@ -487,33 +486,8 @@ func indexGitRepo(opts Options, config gitIndexConfig) (bool, error) {
 	// Preparing the build can consume substantial memory, so check usage before starting to index.
 	builder.CheckMemoryUsage()
 
-	var ranks repoPathRanks
-	var meanRank float64
-	if opts.BuildOptions.DocumentRanksPath != "" {
-		data, err := os.ReadFile(opts.BuildOptions.DocumentRanksPath)
-		if err != nil {
-			return false, err
-		}
-
-		err = json.Unmarshal(data, &ranks)
-		if err != nil {
-			return false, err
-		}
-
-		// Compute the mean rank for this repository. Note: we overwrite the rank
-		// mean that's stored in the document ranks file, since that currently
-		// represents a global mean rank across repos, which is not what we want.
-		numRanks := len(ranks.Paths)
-		if numRanks > 0 {
-			for _, rank := range ranks.Paths {
-				meanRank += rank
-			}
-			ranks.MeanRank = meanRank / float64(numRanks)
-		}
-	}
-
 	// we don't need to check error, since we either already have an error, or
-	// we returning the first call to builder.Finish.
+	// we return the first call to builder.Finish.
 	defer builder.Finish() // nolint:errcheck
 
 	for _, f := range changedOrRemovedFiles {
@@ -539,7 +513,7 @@ func indexGitRepo(opts Options, config gitIndexConfig) (bool, error) {
 		keys := fileKeys[name]
 
 		for _, key := range keys {
-			doc, err := createDocument(key, repos, ranks, opts.BuildOptions)
+			doc, err := createDocument(key, repos, opts.BuildOptions)
 			if err != nil {
 				return false, err
 			}
@@ -556,25 +530,6 @@ func indexGitRepo(opts Options, config gitIndexConfig) (bool, error) {
 	return true, builder.Finish()
 }
 
-type repoPathRanks struct {
-	MeanRank float64            `json:"mean_reference_count"`
-	Paths    map[string]float64 `json:"paths"`
-}
-
-// rank returns the rank for a given path. It uses these rules:
-//   - If we have a concrete rank for this file, always use it
-//   - If there's no rank, and it's a low priority file like a test, then use rank 0
-//   - Otherwise use the mean rank of this repository, to avoid giving it a big disadvantage
-func (r repoPathRanks) rank(path string, content []byte) float64 {
-	if rank, ok := r.Paths[path]; ok {
-		return rank
-	} else if build.IsLowPriority(path, content) {
-		return 0.0
-	} else {
-		return r.MeanRank
-	}
-}
-
 func newIgnoreMatcher(tree *object.Tree) (*ignore.Matcher, error) {
 	ignoreFile, err := tree.File(ignore.IgnoreFile)
 	if err == object.ErrFileNotFound {
@@ -868,7 +823,6 @@ func prepareNormalBuild(options Options, repository *git.Repository) (repos map[
 
 func createDocument(key fileKey,
 	repos map[fileKey]BlobIndexInfo,
-	ranks repoPathRanks,
 	opts build.Options,
 ) (zoekt.Document, error) {
 	repo := repos[key].Repo
@@ -894,19 +848,11 @@ func createDocument(key fileKey,
 		return zoekt.Document{}, err
 	}
 
-	var pathRanks []float64
-	if len(ranks.Paths) > 0 {
-		// If the repository has ranking data, then store the file's rank.
-		pathRank := ranks.rank(keyFullPath, contents)
-		pathRanks = []float64{pathRank}
-	}
-
 	return zoekt.Document{
 		SubRepositoryPath: key.SubRepoPath,
 		Name:              keyFullPath,
 		Content:           contents,
 		Branches:          branches,
-		Ranks:             pathRanks,
 	}, nil
 }
 
diff --git a/gitindex/index_test.go b/gitindex/index_test.go
index fff8d8ab9..a939d5236 100644
--- a/gitindex/index_test.go
+++ b/gitindex/index_test.go
@@ -29,6 +29,7 @@ import (
 	"github.com/go-git/go-git/v5/plumbing"
 	"github.com/google/go-cmp/cmp"
 	"github.com/google/go-cmp/cmp/cmpopts"
+
 	"github.com/sourcegraph/zoekt"
 	"github.com/sourcegraph/zoekt/build"
 	"github.com/sourcegraph/zoekt/ignore"
@@ -696,63 +697,6 @@ func TestIndexDeltaBasic(t *testing.T) {
 	}
 }
 
-func TestRepoPathRanks(t *testing.T) {
-	pathRanks := repoPathRanks{
-		Paths: map[string]float64{
-			"search.go":              10.23,
-			"internal/index.go":      5.5,
-			"internal/scratch.go":    0.0,
-			"backend/search_test.go": 2.1,
-		},
-		MeanRank: 3.3,
-	}
-	cases := []struct {
-		name string
-		path string
-		rank float64
-	}{
-		{
-			name: "rank for standard file",
-			path: "search.go",
-			rank: 10.23,
-		},
-		{
-			name: "file with rank 0",
-			path: "internal/scratch.go",
-			rank: 0.0,
-		},
-		{
-			name: "rank for test file",
-			path: "backend/search_test.go",
-			rank: 2.1,
-		},
-		{
-			name: "file with missing rank",
-			path: "internal/docs.md",
-			rank: 3.3,
-		},
-		{
-			name: "test file with missing rank",
-			path: "backend/index_test.go",
-			rank: 0.0,
-		},
-		{
-			name: "third-party file with missing rank",
-			path: "node_modules/search/index.js",
-			rank: 0.0,
-		},
-	}
-
-	for _, tt := range cases {
-		t.Run(tt.name, func(t *testing.T) {
-			got := pathRanks.rank(tt.path, nil)
-			if got != tt.rank {
-				t.Errorf("expected file '%s' to have rank %f, but got %f", tt.path, tt.rank, got)
-			}
-		})
-	}
-}
-
 func runScript(t *testing.T, cwd string, script string) {
 	t.Helper()
 
diff --git a/grpc/protos/zoekt/webserver/v1/webserver.pb.go b/grpc/protos/zoekt/webserver/v1/webserver.pb.go
index d080bf379..0d3d28d29 100644
--- a/grpc/protos/zoekt/webserver/v1/webserver.pb.go
+++ b/grpc/protos/zoekt/webserver/v1/webserver.pb.go
@@ -376,12 +376,9 @@ type SearchOptions struct {
 	// If true, ChunkMatches will be returned in each FileMatch rather than LineMatches
 	// EXPERIMENTAL: the behavior of this flag may be changed in future versions.
 	ChunkMatches bool `protobuf:"varint,10,opt,name=chunk_matches,json=chunkMatches,proto3" json:"chunk_matches,omitempty"`
-	// EXPERIMENTAL. If true, document ranks are used as additional input for
-	// sorting matches.
+	// Deprecated: Marked as deprecated in zoekt/webserver/v1/webserver.proto.
 	UseDocumentRanks bool `protobuf:"varint,11,opt,name=use_document_ranks,json=useDocumentRanks,proto3" json:"use_document_ranks,omitempty"`
-	// EXPERIMENTAL. When UseDocumentRanks is enabled, this can be optionally set to adjust
-	// their weight in the file match score. If the value is <= 0.0, the default weight value
-	// will be used. This option is temporary and is only exposed for testing/ tuning purposes.
+	// Deprecated: Marked as deprecated in zoekt/webserver/v1/webserver.proto.
 	DocumentRanksWeight float64 `protobuf:"fixed64,12,opt,name=document_ranks_weight,json=documentRanksWeight,proto3" json:"document_ranks_weight,omitempty"`
 	// Trace turns on opentracing for this request if true and if the Jaeger address was provided as
 	// a command-line flag
@@ -503,6 +500,7 @@ func (x *SearchOptions) GetChunkMatches() bool {
 	return false
 }
 
+// Deprecated: Marked as deprecated in zoekt/webserver/v1/webserver.proto.
 func (x *SearchOptions) GetUseDocumentRanks() bool {
 	if x != nil {
 		return x.UseDocumentRanks
@@ -510,6 +508,7 @@ func (x *SearchOptions) GetUseDocumentRanks() bool {
 	return false
 }
 
+// Deprecated: Marked as deprecated in zoekt/webserver/v1/webserver.proto.
 func (x *SearchOptions) GetDocumentRanksWeight() float64 {
 	if x != nil {
 		return x.DocumentRanksWeight
@@ -2337,7 +2336,7 @@ var file_zoekt_webserver_v1_webserver_proto_rawDesc = []byte{
 	0x28, 0x0b, 0x32, 0x22, 0x2e, 0x7a, 0x6f, 0x65, 0x6b, 0x74, 0x2e, 0x77, 0x65, 0x62, 0x73, 0x65,
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@@ -2373,397 +2372,398 @@ var file_zoekt_webserver_v1_webserver_proto_rawDesc = []byte{
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+	0x30, 0x01, 0x12, 0x4b, 0x0a, 0x04, 0x4c, 0x69, 0x73, 0x74, 0x12, 0x1f, 0x2e, 0x7a, 0x6f, 0x65,
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+	0x3d, 0x5a, 0x3b, 0x67, 0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x73, 0x6f,
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+	0x67, 0x72, 0x70, 0x63, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x73, 0x2f, 0x7a, 0x6f, 0x65, 0x6b,
+	0x74, 0x2f, 0x77, 0x65, 0x62, 0x73, 0x65, 0x72, 0x76, 0x65, 0x72, 0x2f, 0x76, 0x31, 0x62, 0x06,
+	0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
diff --git a/grpc/protos/zoekt/webserver/v1/webserver.proto b/grpc/protos/zoekt/webserver/v1/webserver.proto
index 7ffe70081..baba07b4b 100644
--- a/grpc/protos/zoekt/webserver/v1/webserver.proto
+++ b/grpc/protos/zoekt/webserver/v1/webserver.proto
@@ -91,14 +91,9 @@ message SearchOptions {
   // EXPERIMENTAL: the behavior of this flag may be changed in future versions.
   bool chunk_matches = 10;
 
-  // EXPERIMENTAL. If true, document ranks are used as additional input for
-  // sorting matches.
-  bool use_document_ranks = 11;
-
-  // EXPERIMENTAL. When UseDocumentRanks is enabled, this can be optionally set to adjust
-  // their weight in the file match score. If the value is <= 0.0, the default weight value
-  // will be used. This option is temporary and is only exposed for testing/ tuning purposes.
-  double document_ranks_weight = 12;
+  bool use_document_ranks = 11 [deprecated = true];
+
+  double document_ranks_weight = 12 [deprecated = true];
 
   // Trace turns on opentracing for this request if true and if the Jaeger address was provided as
   // a command-line flag
diff --git a/indexbuilder.go b/indexbuilder.go
index 026fd7e8d..cd7e7c726 100644
--- a/indexbuilder.go
+++ b/indexbuilder.go
@@ -188,9 +188,6 @@ type IndexBuilder struct {
 	// docID => repoID
 	repos []uint16
 
-	// Experimental: docID => rank vec
-	ranks [][]float64
-
 	contentPostings *postingsBuilder
 	namePostings    *postingsBuilder
 
@@ -306,15 +303,6 @@ type Document struct {
 	// Document sections for symbols. Offsets should use bytes.
 	Symbols         []DocumentSection
 	SymbolsMetaData []*Symbol
-
-	// Ranks is a vector of ranks for a document as provided by a DocumentRanksFile
-	// file in the git repo.
-	//
-	// Two documents can be ordered by comparing the components of their rank
-	// vectors. Bigger entries are better, as are longer vectors.
-	//
-	// This field is experimental and may change at any time without warning.
-	Ranks []float64
 }
 
 type symbolSlice struct {
@@ -473,10 +461,6 @@ func (b *IndexBuilder) Add(doc Document) error {
 	b.subRepos = append(b.subRepos, subRepoIdx)
 	b.repos = append(b.repos, uint16(repoIdx))
 
-	// doc.Ranks might be nil. In case we don't use offline ranking, doc.Ranks is
-	// always nil.
-	b.ranks = append(b.ranks, doc.Ranks)
-
 	hasher.Write(doc.Content)
 
 	b.contentStrings = append(b.contentStrings, docStr)
diff --git a/read.go b/read.go
index 421066f3c..12cb32eb4 100644
--- a/read.go
+++ b/read.go
@@ -394,15 +394,6 @@ func (r *reader) readIndexData(toc *indexTOC) (*indexData, error) {
 		return nil, err
 	}
 
-	// roc.ranks.sz = 0 indicates that we are reading a shard without ranks, in
-	// which case we skip reading the section and leave d.ranks = nil
-	if toc.ranks.sz > 0 {
-		err = d.readRanks(toc)
-		if err != nil {
-			return nil, err
-		}
-	}
-
 	if d.metaData.IndexFormatVersion >= 17 {
 		blob, err := d.readSectionBlob(toc.repos)
 		if err != nil {
@@ -566,15 +557,6 @@ func (d *indexData) readDocSections(i uint32, buf []DocumentSection) ([]Document
 	return ds, sec.sz, nil
 }
 
-func (d *indexData) readRanks(toc *indexTOC) error {
-	blob, err := d.readSectionBlob(toc.ranks)
-	if err != nil {
-		return err
-	}
-
-	return decodeRanks(blob, &d.ranks)
-}
-
 // NewSearcher creates a Searcher for a single index file.  Search
 // results coming from this searcher are valid only for the lifetime
 // of the Searcher itself, ie. []byte members should be copied into
diff --git a/score.go b/score.go
index 37e019791..bba54fd79 100644
--- a/score.go
+++ b/score.go
@@ -84,24 +84,6 @@ func (d *indexData) scoreFile(fileMatch *FileMatch, doc uint32, mt matchTree, kn
 	// the matches.
 	addScore("fragment", maxFileScore)
 
-	if opts.UseDocumentRanks && len(d.ranks) > int(doc) {
-		weight := scoreFileRankFactor
-		if opts.DocumentRanksWeight > 0.0 {
-			weight = opts.DocumentRanksWeight
-		}
-
-		ranks := d.ranks[doc]
-		// The ranks slice always contains one entry representing the file rank (unless it's empty since the
-		// file doesn't have a rank). This is left over from when documents could have multiple rank signals,
-		// and we plan to clean this up.
-		if len(ranks) > 0 {
-			// The file rank represents a log (base 2) count. The log ranks should be bounded at 32, but we
-			// cap it just in case to ensure it falls in the range [0, 1].
-			normalized := math.Min(1.0, ranks[0]/32.0)
-			addScore("file-rank", weight*normalized)
-		}
-	}
-
 	// Add tiebreakers
 	//
 	// ScoreOffset shifts the score 7 digits to the left.
diff --git a/shards/shards_test.go b/shards/shards_test.go
index 7c4ae3d62..0c55f3c64 100644
--- a/shards/shards_test.go
+++ b/shards/shards_test.go
@@ -252,8 +252,7 @@ func TestShardedSearcher_DocumentRanking(t *testing.T) {
 	// Run a stream search and gather the results
 	var results []*zoekt.SearchResult
 	opts := &zoekt.SearchOptions{
-		UseDocumentRanks: true,
-		FlushWallTime:    100 * time.Millisecond,
+		FlushWallTime: 100 * time.Millisecond,
 	}
 
 	err := ss.StreamSearch(context.Background(), &query.Substring{Pattern: "foo"}, opts,
@@ -968,7 +967,7 @@ func mkSearchResult(n int, repoID uint32) *zoekt.SearchResult {
 func TestFileBasedSearch(t *testing.T) {
 	cases := []struct {
 		name              string
-		testShardedSearch func(t *testing.T, q query.Q, ib *zoekt.IndexBuilder, useDocumentRanks bool) []zoekt.FileMatch
+		testShardedSearch func(t *testing.T, q query.Q, ib *zoekt.IndexBuilder) []zoekt.FileMatch
 	}{
 		{"Search", testShardedSearch},
 		{"StreamSearch", testShardedStreamSearch},
@@ -984,31 +983,29 @@ func TestFileBasedSearch(t *testing.T) {
 	)
 
 	for _, tt := range cases {
-		for _, useDocumentRanks := range []bool{false, true} {
-			t.Run(tt.name, func(t *testing.T) {
-				matches := tt.testShardedSearch(t, &query.Substring{
-					CaseSensitive: false,
-					Pattern:       "ananas",
-				}, b, useDocumentRanks)
-
-				if len(matches) != 2 {
-					t.Fatalf("got %v, want 2 matches", matches)
-				}
-				if matches[0].FileName != "f2" || matches[1].FileName != "f1" {
-					t.Fatalf("got %v, want matches {f1,f2}", matches)
-				}
-				if matches[0].LineMatches[0].LineFragments[0].Offset != 10 || matches[1].LineMatches[0].LineFragments[0].Offset != 8 {
-					t.Fatalf("got %#v, want offsets 10,8", matches)
-				}
-			})
-		}
+		t.Run(tt.name, func(t *testing.T) {
+			matches := tt.testShardedSearch(t, &query.Substring{
+				CaseSensitive: false,
+				Pattern:       "ananas",
+			}, b)
+
+			if len(matches) != 2 {
+				t.Fatalf("got %v, want 2 matches", matches)
+			}
+			if matches[0].FileName != "f2" || matches[1].FileName != "f1" {
+				t.Fatalf("got %v, want matches {f1,f2}", matches)
+			}
+			if matches[0].LineMatches[0].LineFragments[0].Offset != 10 || matches[1].LineMatches[0].LineFragments[0].Offset != 8 {
+				t.Fatalf("got %#v, want offsets 10,8", matches)
+			}
+		})
 	}
 }
 
 func TestWordBoundaryRanking(t *testing.T) {
 	cases := []struct {
 		name              string
-		testShardedSearch func(t *testing.T, q query.Q, ib *zoekt.IndexBuilder, useDocumentRanks bool) []zoekt.FileMatch
+		testShardedSearch func(t *testing.T, q query.Q, ib *zoekt.IndexBuilder) []zoekt.FileMatch
 	}{
 		{"Search", testShardedSearch},
 		{"StreamSearch", testShardedStreamSearch},
@@ -1021,34 +1018,32 @@ func TestWordBoundaryRanking(t *testing.T) {
 		zoekt.Document{Name: "f3", Content: []byte("xbytex ybytex")})
 
 	for _, tt := range cases {
-		for _, useDocumentRanks := range []bool{false, true} {
-			t.Run(tt.name, func(t *testing.T) {
-				files := tt.testShardedSearch(t, &query.Substring{Pattern: "byte"}, b, useDocumentRanks)
-
-				if len(files) != 3 {
-					t.Fatalf("got %#v, want 3 files", files)
-				}
-
-				file0 := files[0]
-				if file0.FileName != "f2" || len(file0.LineMatches) != 3 {
-					t.Fatalf("got file %s, num matches %d (%#v), want 3 matches in file f2", file0.FileName, len(file0.LineMatches), file0)
-				}
-
-				if file0.LineMatches[0].LineFragments[0].Offset != 13 {
-					t.Fatalf("got first match %#v, want full word match", files[0].LineMatches[0])
-				}
-				if file0.LineMatches[1].LineFragments[0].Offset != 7 {
-					t.Fatalf("got second match %#v, want partial word match", files[0].LineMatches[1])
-				}
-			})
-		}
+		t.Run(tt.name, func(t *testing.T) {
+			files := tt.testShardedSearch(t, &query.Substring{Pattern: "byte"}, b)
+
+			if len(files) != 3 {
+				t.Fatalf("got %#v, want 3 files", files)
+			}
+
+			file0 := files[0]
+			if file0.FileName != "f2" || len(file0.LineMatches) != 3 {
+				t.Fatalf("got file %s, num matches %d (%#v), want 3 matches in file f2", file0.FileName, len(file0.LineMatches), file0)
+			}
+
+			if file0.LineMatches[0].LineFragments[0].Offset != 13 {
+				t.Fatalf("got first match %#v, want full word match", files[0].LineMatches[0])
+			}
+			if file0.LineMatches[1].LineFragments[0].Offset != 7 {
+				t.Fatalf("got second match %#v, want partial word match", files[0].LineMatches[1])
+			}
+		})
 	}
 }
 
 func TestAtomCountScore(t *testing.T) {
 	cases := []struct {
 		name              string
-		testShardedSearch func(t *testing.T, q query.Q, ib *zoekt.IndexBuilder, useDocumentRanks bool) []zoekt.FileMatch
+		testShardedSearch func(t *testing.T, q query.Q, ib *zoekt.IndexBuilder) []zoekt.FileMatch
 	}{
 		{"Search", testShardedSearch},
 		{"StreamSearch", testShardedStreamSearch},
@@ -1066,24 +1061,22 @@ func TestAtomCountScore(t *testing.T) {
 		zoekt.Document{Name: "needle-file", Content: []byte("needle content"), Branches: []string{"branches"}})
 
 	for _, tt := range cases {
-		for _, useDocumentRanks := range []bool{false, true} {
-			t.Run(tt.name, func(t *testing.T) {
-				files := tt.testShardedSearch(t,
-					query.NewOr(
-						&query.Substring{Pattern: "needle"},
-						&query.Substring{Pattern: "needle", FileName: true},
-						&query.Branch{Pattern: "needle"},
-					), b, useDocumentRanks)
-				var got []string
-				for _, f := range files {
-					got = append(got, f.FileName)
-				}
-				want := []string{"needle-file-branch", "needle-file", "f1"}
-				if !reflect.DeepEqual(got, want) {
-					t.Errorf("got %v, want %v", got, want)
-				}
-			})
-		}
+		t.Run(tt.name, func(t *testing.T) {
+			files := tt.testShardedSearch(t,
+				query.NewOr(
+					&query.Substring{Pattern: "needle"},
+					&query.Substring{Pattern: "needle", FileName: true},
+					&query.Branch{Pattern: "needle"},
+				), b)
+			var got []string
+			for _, f := range files {
+				got = append(got, f.FileName)
+			}
+			want := []string{"needle-file-branch", "needle-file", "f1"}
+			if !reflect.DeepEqual(got, want) {
+				t.Errorf("got %v, want %v", got, want)
+			}
+		})
 	}
 }
 
@@ -1122,7 +1115,7 @@ func TestUseBM25Scoring(t *testing.T) {
 	}
 }
 
-func testShardedStreamSearch(t *testing.T, q query.Q, ib *zoekt.IndexBuilder, useDocumentRanks bool) []zoekt.FileMatch {
+func testShardedStreamSearch(t *testing.T, q query.Q, ib *zoekt.IndexBuilder) []zoekt.FileMatch {
 	ss := newShardedSearcher(1)
 	searcher := searcherForTest(t, ib)
 	ss.replace(map[string]zoekt.Searcher{"r1": searcher})
@@ -1133,26 +1126,18 @@ func testShardedStreamSearch(t *testing.T, q query.Q, ib *zoekt.IndexBuilder, us
 	})
 
 	opts := zoekt.SearchOptions{}
-	if useDocumentRanks {
-		opts.UseDocumentRanks = true
-		opts.FlushWallTime = 10 * time.Millisecond
-	}
 	if err := ss.StreamSearch(context.Background(), q, &opts, sender); err != nil {
 		t.Fatal(err)
 	}
 	return files
 }
 
-func testShardedSearch(t *testing.T, q query.Q, ib *zoekt.IndexBuilder, useDocumentRanks bool) []zoekt.FileMatch {
+func testShardedSearch(t *testing.T, q query.Q, ib *zoekt.IndexBuilder) []zoekt.FileMatch {
 	ss := newShardedSearcher(1)
 	searcher := searcherForTest(t, ib)
 	ss.replace(map[string]zoekt.Searcher{"r1": searcher})
 
 	opts := zoekt.SearchOptions{}
-	if useDocumentRanks {
-		opts.UseDocumentRanks = true
-		opts.FlushWallTime = 50 * time.Millisecond
-	}
 	sres, _ := ss.Search(context.Background(), q, &opts)
 	return sres.Files
 }
diff --git a/testdata/shards/repo2_v16.00000.zoekt b/testdata/shards/repo2_v16.00000.zoekt
index ceb10f87e..e9d2c7fbf 100644
Binary files a/testdata/shards/repo2_v16.00000.zoekt and b/testdata/shards/repo2_v16.00000.zoekt differ
diff --git a/testdata/shards/repo_v16.00000.zoekt b/testdata/shards/repo_v16.00000.zoekt
index 82f6d7255..90f1e8a6c 100644
Binary files a/testdata/shards/repo_v16.00000.zoekt and b/testdata/shards/repo_v16.00000.zoekt differ
diff --git a/toc.go b/toc.go
index f1019cb62..8eee56950 100644
--- a/toc.go
+++ b/toc.go
@@ -182,12 +182,11 @@ func (t *indexTOC) sectionsTaggedList() []taggedSection {
 		{"runeDocSections", &t.runeDocSections},
 		{"repos", &t.repos},
 
-		// We no longer write bloom sections, but we still return them here to
-		// avoid warnings about unknown sections.
+		// We no longer write these sections, but we still return them here to avoid
+		// warnings about unknown sections.
 		{"nameBloom", &unusedSimple},
 		{"contentBloom", &unusedSimple},
-
-		{"ranks", &t.ranks},
+		{"ranks", &unusedSimple},
 	}
 }
 
diff --git a/write.go b/write.go
index 80e1b7512..278ebc025 100644
--- a/write.go
+++ b/write.go
@@ -200,12 +200,6 @@ func (b *IndexBuilder) Write(out io.Writer) error {
 		}
 	}
 
-	toc.ranks.start(w)
-	if err := encodeRanks(w, b.ranks); err != nil {
-		return err
-	}
-	toc.ranks.end(w)
-
 	var tocSection simpleSection
 
 	tocSection.start(w)